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researcher

Niko Brummer

3 papers hereh-index 578 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • eess.AS1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20132020
most citedTutorial for Bayesian forensic likelihood ratio

5 citations · 5 across the 1 of their papers we have counts for

collaborators

3 papers

eess.AS2020

Probabilistic embeddings for speaker diarization

Anna Silnova, Niko Brümmer, Johan Rohdin +2

Speaker embeddings (x-vectors) extracted from very short segments of speech have recently been shown to give competitive performance in speaker diarization. We generalize this reci…

stat.ML2016

Note on the equivalence of hierarchical variational models and auxiliary deep generative models

Niko Brümmer

This note compares two recently published machine learning methods for constructing flexible, but tractable families of variational hidden-variable posteriors. The first method, ca…

stat.AP2013★ 5 cited

Tutorial for Bayesian forensic likelihood ratio

Niko Brümmer

In the Bayesian paradigm for presenting forensic evidence to court, it is recommended that the weight of the evidence be summarized as a likelihood ratio (LR) between two opposing…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.